Deliberate Machine Learning

Deliberate Machine Learning

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DORA metrics simplified

My take on the OpenAI saga (bordering on conspiracy theory)

On the "Death of the Software Engineer by GenAI"

GitHub Codespaces vs Gitpod Workspaces

Intro to monads in Python and some type hinting

Recursions and functools.cache: 12000x improvement!!!

CQ4DS - Python project from scratch with poetry, black, ruff, pytest, pre-commit-hooks and GitHub Actions in 15 minute tops

Slides for my talk at PyData London 2023

Refactoring BabyAGI - Code Quality and LLMs

Refactoring BabyAGI - Code Quality and LLMs

Refactoring BabyAGI - Code Quality and LLMs

Refactoring BabyAGI - Code Quality and LLMs

[Interesting content] 3x Explore, Expand, Extract • Kent Beck • YOW! 2018

Refactoring BabyAGI - Code Quality and LLMs

Three domains in Data Science

Join me on Notes

[Interesting content] Clayton Christensen - Where Does Growth Come From?

Transformers (Part 1)

The most important code structuring advice

A Brief History of MLOps in Three Acts

[Interesting content] Navan uses ChatGPT to help travellers manage their journeys

Grounding: The Holly Grail of Natural Language Processing and Why 99% misunderstand what ChatGPT is all about.

[Interesting content] InstructGPT, RLHF and SFT

Search for code in all your notebooks with one simple command

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